Purpose – This paper aims to use an analytic hierarchy process (AHP) and combine this with the fuzzytheory to identify key indicators influencing English-medium instruction (EMI) in the shipping ourses of Taiwan’s higher education. Design/methodology/approach – Based on a literature review and expert interviews, an evaluation model with 4 indicators and 13 sub-indicators was developed. …